Task Localization, Similarity, and Transfer; Towards a Reinforcement Learning Task Library System

This thesis develops methods of task localization, task similarity discovery, and task transfer for eventual use in a reinforcement learning task library system, which can effectively “learn to learn,” improving its performance as it encounters various tasks over the lifetime of the learning system....

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Bibliographic Details
Main Author: Carroll, James Lamond
Format: Others
Published: BYU ScholarsArchive 2005
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/579
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1578&context=etd